Nameexact_genome_1508499903_25_16565_2
Workunit2273107
Created28 Oct 2017, 15:02:39 UTC
Sent28 Oct 2017, 15:29:39 UTC
Report deadline23 Dec 2017, 20:15:46 UTC
Received30 Oct 2017, 4:16:58 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time1 days 5 hours 39 min 53 sec
CPU time1 days 5 hours 38 min 46 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size176.75 MB
Peak swap size180.29 MB
Peak disk usage6.74 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
1635742188
epoch time: 77.1417160034s, input_fired_time: 1.5026010275, output_fired_time: 0.0000000000, propagate_forward_time: 73.4991149902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1399993896
validation[          , genome 16565] predictions:    9830/  10000 (98.30%), best:    9845/10000 (98.45%), error:       554.48914, best error:       494.51535 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 978.5593872070s, input_fired_time: 11.8185768127, output_fired_time: 10.9517049789, propagate_forward_time: 369.0226745605, propagate_backward_time: 574.7061157227, weight_update_time: 0.8942909241, other_time: 12.0602416992
epoch time: 76.3436584473s, input_fired_time: 1.5001276731, output_fired_time: 0.0000000000, propagate_forward_time: 72.6835937500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1599349976
validation[          , genome 16565] predictions:    9837/  10000 (98.37%), best:    9845/10000 (98.45%), error:       540.35669, best error:       494.51535 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 984.2085571289s, input_fired_time: 11.8472328186, output_fired_time: 11.0624799728, propagate_forward_time: 371.1019897461, propagate_backward_time: 578.1552734375, weight_update_time: 0.8920705318, other_time: 12.0415649414
epoch time: 76.9781494141s, input_fired_time: 1.4634916782, output_fired_time: 0.0000000000, propagate_forward_time: 73.3689956665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1456604004
validation[          , genome 16565] predictions:    9844/  10000 (98.44%), best:    9845/10000 (98.45%), error:       535.05377, best error:       494.51535 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 969.0261840820s, input_fired_time: 11.9309577942, output_fired_time: 10.8794374466, propagate_forward_time: 365.3706054688, propagate_backward_time: 568.6339721680, weight_update_time: 0.8990726471, other_time: 12.2111816406
epoch time: 76.7785797119s, input_fired_time: 1.5231322050, output_fired_time: 0.0000000000, propagate_forward_time: 73.0726013184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1828460693
validation[          , genome 16565] predictions:    9813/  10000 (98.13%), best:    9845/10000 (98.45%), error:       601.00409, best error:       494.51535 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 974.5780029297s, input_fired_time: 11.8706302643, output_fired_time: 10.9954347610, propagate_forward_time: 367.3315124512, propagate_backward_time: 572.3777465820, weight_update_time: 0.9067186713, other_time: 12.0027465820
epoch time: 77.6273040771s, input_fired_time: 1.4864017963, output_fired_time: 0.0000000000, propagate_forward_time: 74.0530242920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0878753662
validation[          , genome 16565] predictions:    9851/  10000 (98.51%), best:    9851/10000 (98.51%), error:       454.38190, best error:       454.38190 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 972.2205200195s, input_fired_time: 11.9110841751, output_fired_time: 10.9920520782, propagate_forward_time: 366.5102539063, propagate_backward_time: 570.6019897461, weight_update_time: 0.9018474817, other_time: 12.2051391602
epoch time: 76.7257232666s, input_fired_time: 1.4987847805, output_fired_time: 0.0000000000, propagate_forward_time: 73.0643157959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1626205444
validation[          , genome 16565] predictions:    9854/  10000 (98.54%), best:    9851/10000 (98.51%), error:       492.44803, best error:       454.38190 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 972.3490600586s, input_fired_time: 12.0059089661, output_fired_time: 11.0082683563, propagate_forward_time: 366.4185180664, propagate_backward_time: 570.6658935547, weight_update_time: 0.9113972187, other_time: 12.2504882813
epoch time: 77.2999343872s, input_fired_time: 1.4854460955, output_fired_time: 0.0000000000, propagate_forward_time: 73.7057800293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1087112427
validation[          , genome 16565] predictions:    9852/  10000 (98.52%), best:    9851/10000 (98.51%), error:       496.16495, best error:       454.38190 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 969.8779907227s, input_fired_time: 11.9241657257, output_fired_time: 10.9527120590, propagate_forward_time: 365.7750244141, propagate_backward_time: 569.0591430664, weight_update_time: 0.9000858068, other_time: 12.1669311523
epoch time: 77.2252502441s, input_fired_time: 1.4864976406, output_fired_time: 0.0000000000, propagate_forward_time: 73.5908203125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1479339600
validation[          , genome 16565] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       446.43933, best error:       446.43933 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 975.6630249023s, input_fired_time: 11.8326148987, output_fired_time: 10.9700927734, propagate_forward_time: 367.8075561523, propagate_backward_time: 572.9871215820, weight_update_time: 0.8806968331, other_time: 12.0656127930
epoch time: 77.2289123535s, input_fired_time: 1.4784505367, output_fired_time: 0.0000000000, propagate_forward_time: 73.6371231079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1133422852
validation[          , genome 16565] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       433.99841, best error:       433.99841 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 977.2604370117s, input_fired_time: 11.9091968536, output_fired_time: 11.0348920822, propagate_forward_time: 368.4133911133, propagate_backward_time: 573.7816162109, weight_update_time: 0.9011873603, other_time: 12.1213378906
epoch time: 76.6988525391s, input_fired_time: 1.5160894394, output_fired_time: 0.0000000000, propagate_forward_time: 73.0110778809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1716842651
validation[          , genome 16565] predictions:    9853/  10000 (98.53%), best:    9854/10000 (98.54%), error:       466.62012, best error:       433.99841 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 973.2599487305s, input_fired_time: 11.9605655670, output_fired_time: 10.9745283127, propagate_forward_time: 366.7638549805, propagate_backward_time: 571.3970336914, weight_update_time: 0.9085882306, other_time: 12.1639404297
epoch time: 77.0259552002s, input_fired_time: 1.5097033978, output_fired_time: 0.0000000000, propagate_forward_time: 73.3468627930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1693878174
validation[          , genome 16565] predictions:    9856/  10000 (98.56%), best:    9854/10000 (98.54%), error:       445.43970, best error:       433.99841 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 972.2901000977s, input_fired_time: 11.9847135544, output_fired_time: 10.9912919998, propagate_forward_time: 366.6143188477, propagate_backward_time: 570.5680541992, weight_update_time: 0.9027907848, other_time: 12.1317138672
epoch time: 77.0813064575s, input_fired_time: 1.4731919765, output_fired_time: 0.0000000000, propagate_forward_time: 73.4998321533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1082839966
validation[          , genome 16565] predictions:    9840/  10000 (98.40%), best:    9854/10000 (98.54%), error:       498.22186, best error:       433.99841 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 976.9437255859s, input_fired_time: 11.8946113586, output_fired_time: 11.0252237320, propagate_forward_time: 368.5952758789, propagate_backward_time: 573.3847045898, weight_update_time: 0.8878541589, other_time: 12.0439453125
epoch time: 77.2057647705s, input_fired_time: 1.4845995903, output_fired_time: 0.0000000000, propagate_forward_time: 73.5686492920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1525192261
validation[          , genome 16565] predictions:    9822/  10000 (98.22%), best:    9854/10000 (98.54%), error:       583.88177, best error:       433.99841 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 979.6072387695s, input_fired_time: 11.9409084320, output_fired_time: 11.0619468689, propagate_forward_time: 369.5273437500, propagate_backward_time: 575.0289306641, weight_update_time: 0.9190641046, other_time: 12.0480957031
epoch time: 78.1818084717s, input_fired_time: 1.5020885468, output_fired_time: 0.0000000000, propagate_forward_time: 74.5350570679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1446609497
validation[          , genome 16565] predictions:    9818/  10000 (98.18%), best:    9854/10000 (98.54%), error:       555.33569, best error:       433.99841 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 974.0838623047s, input_fired_time: 11.8508329391, output_fired_time: 11.0413274765, propagate_forward_time: 367.3628540039, propagate_backward_time: 571.9222412109, weight_update_time: 0.8993507624, other_time: 11.9066162109
epoch time: 77.3135833740s, input_fired_time: 1.5183241367, output_fired_time: 0.0000000000, propagate_forward_time: 73.6716461182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1236114502
validation[          , genome 16565] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       429.01349, best error:       429.01349 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 983.9214477539s, input_fired_time: 11.9787588120, output_fired_time: 11.0456953049, propagate_forward_time: 371.0801086426, propagate_backward_time: 577.9108276367, weight_update_time: 0.9128722548, other_time: 11.9060668945
epoch time: 77.9609069824s, input_fired_time: 1.4997408390, output_fired_time: 0.0000000000, propagate_forward_time: 74.2897872925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1713790894
validation[          , genome 16565] predictions:    9861/  10000 (98.61%), best:    9869/10000 (98.69%), error:       447.82086, best error:       429.01349 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 979.4703979492s, input_fired_time: 11.9275922775, output_fired_time: 11.0926580429, propagate_forward_time: 369.2442932129, propagate_backward_time: 575.1796875000, weight_update_time: 0.9004314542, other_time: 12.0261230469
epoch time: 77.3924255371s, input_fired_time: 1.4951425791, output_fired_time: 0.0000000000, propagate_forward_time: 73.7749862671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1222991943
validation[          , genome 16565] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       389.45303, best error:       389.45303 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 978.6750488281s, input_fired_time: 12.0001268387, output_fired_time: 11.0289592743, propagate_forward_time: 369.2519531250, propagate_backward_time: 574.2557373047, weight_update_time: 0.8898332715, other_time: 12.1383056641
epoch time: 76.5568237305s, input_fired_time: 1.5209681988, output_fired_time: 0.0000000000, propagate_forward_time: 72.8160934448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2197647095
validation[          , genome 16565] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       377.75085, best error:       377.75085 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 982.0682373047s, input_fired_time: 11.9708986282, output_fired_time: 11.0997228622, propagate_forward_time: 370.1901855469, propagate_backward_time: 576.8178100586, weight_update_time: 0.8867506385, other_time: 11.9896240234
epoch time: 77.7047348022s, input_fired_time: 1.4954391718, output_fired_time: 0.0000000000, propagate_forward_time: 74.0837097168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1255874634
validation[          , genome 16565] predictions:    9868/  10000 (98.68%), best:    9882/10000 (98.82%), error:       422.58624, best error:       377.75085 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 982.3230590820s, input_fired_time: 11.9544916153, output_fired_time: 11.1346788406, propagate_forward_time: 370.7018432617, propagate_backward_time: 576.6149902344, weight_update_time: 0.8830670714, other_time: 11.9170532227
epoch time: 79.1508407593s, input_fired_time: 1.5490442514, output_fired_time: 0.0000000000, propagate_forward_time: 75.3228073120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2789916992
validation[          , genome 16565] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       377.29950, best error:       377.29950 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 973.5205078125s, input_fired_time: 11.9670848846, output_fired_time: 11.0350580215, propagate_forward_time: 367.1597900391, propagate_backward_time: 571.3522949219, weight_update_time: 0.9090232253, other_time: 12.0062866211
epoch time: 77.8484802246s, input_fired_time: 1.5268486738, output_fired_time: 0.0000000000, propagate_forward_time: 74.1367797852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1848526001
validation[          , genome 16565] predictions:    9872/  10000 (98.72%), best:    9882/10000 (98.82%), error:       414.18951, best error:       377.29950 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 972.4859008789s, input_fired_time: 11.9838142395, output_fired_time: 10.9495677948, propagate_forward_time: 366.8988647461, propagate_backward_time: 570.5111694336, weight_update_time: 0.9127765298, other_time: 12.1424560547
epoch time: 76.3200912476s, input_fired_time: 1.5115803480, output_fired_time: 0.0000000000, propagate_forward_time: 72.6646194458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1438903809
validation[          , genome 16565] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       363.62259, best error:       363.62259 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 972.6127319336s, input_fired_time: 12.0373735428, output_fired_time: 10.9606714249, propagate_forward_time: 366.3498535156, propagate_backward_time: 570.9846191406, weight_update_time: 0.9005311131, other_time: 12.2802124023
epoch time: 77.1644439697s, input_fired_time: 1.4819352627, output_fired_time: 0.0000000000, propagate_forward_time: 73.5556106567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1268997192
validation[          , genome 16565] predictions:    9876/  10000 (98.76%), best:    9887/10000 (98.87%), error:       422.92816, best error:       363.62259 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 975.9152832031s, input_fired_time: 11.8887424469, output_fired_time: 10.9957036972, propagate_forward_time: 368.0996398926, propagate_backward_time: 572.9355468750, weight_update_time: 0.8943756819, other_time: 11.9956054688
epoch time: 77.5357513428s, input_fired_time: 1.5445977449, output_fired_time: 0.0000000000, propagate_forward_time: 73.7827072144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2084426880
validation[          , genome 16565] predictions:    9867/  10000 (98.67%), best:    9887/10000 (98.87%), error:       399.75568, best error:       363.62259 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 970.3472900391s, input_fired_time: 12.0061016083, output_fired_time: 10.9548540115, propagate_forward_time: 365.4541625977, propagate_backward_time: 569.6923828125, weight_update_time: 0.9061839581, other_time: 12.2398071289
epoch time: 76.3727951050s, input_fired_time: 1.5142458677, output_fired_time: 0.0000000000, propagate_forward_time: 72.6978988647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1606521606
validation[          , genome 16565] predictions:    9861/  10000 (98.61%), best:    9887/10000 (98.87%), error:       421.90509, best error:       363.62259 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 967.4047851563s, input_fired_time: 11.9708404541, output_fired_time: 10.8771944046, propagate_forward_time: 364.6827087402, propagate_backward_time: 567.7013549805, weight_update_time: 0.9194563031, other_time: 12.1726684570
epoch time: 76.7954254150s, input_fired_time: 1.5229802132, output_fired_time: 0.0000000000, propagate_forward_time: 73.1131134033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1593322754
validation[          , genome 16565] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       361.59122, best error:       361.59122 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 979.5054321289s, input_fired_time: 12.1030645370, output_fired_time: 11.0384426117, propagate_forward_time: 369.2960815430, propagate_backward_time: 574.8171997070, weight_update_time: 0.9181631207, other_time: 12.2506103516
epoch time: 76.4248123169s, input_fired_time: 1.5162736177, output_fired_time: 0.0000000000, propagate_forward_time: 72.7438964844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1646423340
validation[          , genome 16565] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       372.45868, best error:       361.59122 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 975.4657592773s, input_fired_time: 12.0723676682, output_fired_time: 11.0209503174, propagate_forward_time: 367.8865356445, propagate_backward_time: 572.4566650391, weight_update_time: 0.9102272391, other_time: 12.0292358398
epoch time: 78.8578948975s, input_fired_time: 1.5392614603, output_fired_time: 0.0000000000, propagate_forward_time: 75.1227569580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1958770752
validation[          , genome 16565] predictions:    9840/  10000 (98.40%), best:    9889/10000 (98.89%), error:       480.22955, best error:       361.59122 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 982.4138183594s, input_fired_time: 12.0025730133, output_fired_time: 11.0700254440, propagate_forward_time: 371.0964965820, propagate_backward_time: 576.1995849609, weight_update_time: 0.9176940918, other_time: 12.0451660156
epoch time: 76.5516586304s, input_fired_time: 1.5136611462, output_fired_time: 0.0000000000, propagate_forward_time: 72.8958206177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1421737671
validation[          , genome 16565] predictions:    9874/  10000 (98.74%), best:    9889/10000 (98.89%), error:       422.40649, best error:       361.59122 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 978.1032714844s, input_fired_time: 12.1475038528, output_fired_time: 11.1025171280, propagate_forward_time: 369.3081054688, propagate_backward_time: 573.2875976563, weight_update_time: 0.9097496271, other_time: 12.2575073242
epoch time: 76.9771041870s, input_fired_time: 1.4911835194, output_fired_time: 0.0000000000, propagate_forward_time: 73.3844070435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1015167236
validation[          , genome 16565] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       368.78192, best error:       361.59122 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 977.8360595703s, input_fired_time: 11.9287757874, output_fired_time: 11.0451517105, propagate_forward_time: 368.8872375488, propagate_backward_time: 574.0379638672, weight_update_time: 0.8828429580, other_time: 11.9368896484
epoch time: 76.8369369507s, input_fired_time: 1.5132761002, output_fired_time: 0.0000000000, propagate_forward_time: 73.2264099121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0972518921
validation[          , genome 16565] predictions:    9866/  10000 (98.66%), best:    9889/10000 (98.89%), error:       427.33038, best error:       361.59122 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 977.4711914063s, input_fired_time: 11.9508371353, output_fired_time: 11.0343837738, propagate_forward_time: 368.8538208008, propagate_backward_time: 573.7061767578, weight_update_time: 0.8789360523, other_time: 11.9259643555
epoch time: 77.9714279175s, input_fired_time: 1.5330225229, output_fired_time: 0.0000000000, propagate_forward_time: 74.3047027588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1337051392
validation[          , genome 16565] predictions:    9866/  10000 (98.66%), best:    9889/10000 (98.89%), error:       436.29590, best error:       361.59122 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 976.1170043945s, input_fired_time: 12.0090541840, output_fired_time: 11.0631752014, propagate_forward_time: 368.2021179199, propagate_backward_time: 572.7883300781, weight_update_time: 0.9021258950, other_time: 12.0543212891
epoch time: 77.4185333252s, input_fired_time: 1.5108802319, output_fired_time: 0.0000000000, propagate_forward_time: 73.7792282104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1284255981
validation[          , genome 16565] predictions:    9879/  10000 (98.79%), best:    9889/10000 (98.89%), error:       361.88705, best error:       361.59122 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 970.8242797852s, input_fired_time: 12.0350799561, output_fired_time: 10.9745168686, propagate_forward_time: 365.6408081055, propagate_backward_time: 570.0364990234, weight_update_time: 0.9036940336, other_time: 12.1373901367
epoch time: 78.3741455078s, input_fired_time: 1.5338448286, output_fired_time: 0.0000000000, propagate_forward_time: 74.7104492188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1298522949
validation[          , genome 16565] predictions:    9882/  10000 (98.82%), best:    9889/10000 (98.89%), error:       376.54639, best error:       361.59122 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 974.3269042969s, input_fired_time: 12.0609216690, output_fired_time: 11.0793294907, propagate_forward_time: 367.5252990723, propagate_backward_time: 571.5894775391, weight_update_time: 0.8967567682, other_time: 12.0718994141
epoch time: 77.6806945801s, input_fired_time: 1.5263274908, output_fired_time: 0.0000000000, propagate_forward_time: 74.0499038696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1044616699
validation[          , genome 16565] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       357.45724, best error:       357.45724 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 979.0881347656s, input_fired_time: 12.0810852051, output_fired_time: 11.0495166779, propagate_forward_time: 369.4017639160, propagate_backward_time: 574.4887695313, weight_update_time: 0.9029816389, other_time: 12.0670166016
epoch time: 76.5074081421s, input_fired_time: 1.5353194475, output_fired_time: 0.0000000000, propagate_forward_time: 72.8094940186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1625976563
validation[          , genome 16565] predictions:    9885/  10000 (98.85%), best:    9895/10000 (98.95%), error:       370.43063, best error:       357.45724 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 972.8117675781s, input_fired_time: 12.0011558533, output_fired_time: 11.0129966736, propagate_forward_time: 366.7848815918, propagate_backward_time: 570.9776611328, weight_update_time: 0.8942451477, other_time: 12.0350341797
epoch time: 77.2516937256s, input_fired_time: 1.5189483166, output_fired_time: 0.0000000000, propagate_forward_time: 73.6461563110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0865859985
validation[          , genome 16565] predictions:    9860/  10000 (98.60%), best:    9895/10000 (98.95%), error:       442.24390, best error:       357.45724 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 974.8583374023s, input_fired_time: 12.1376352310, output_fired_time: 11.0018081665, propagate_forward_time: 367.4985656738, propagate_backward_time: 571.9418945313, weight_update_time: 0.9067923427, other_time: 12.2784423828
epoch time: 77.5308914185s, input_fired_time: 1.5214375257, output_fired_time: 0.0000000000, propagate_forward_time: 73.8871307373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1223220825
validation[          , genome 16565] predictions:    9877/  10000 (98.77%), best:    9895/10000 (98.95%), error:       399.22543, best error:       357.45724 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 971.5282592773s, input_fired_time: 12.0152130127, output_fired_time: 10.9774188995, propagate_forward_time: 366.1431274414, propagate_backward_time: 570.2824707031, weight_update_time: 0.9023187160, other_time: 12.1100463867
epoch time: 77.8088455200s, input_fired_time: 1.5179746151, output_fired_time: 0.0000000000, propagate_forward_time: 74.1892852783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1015853882
validation[          , genome 16565] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       338.45859, best error:       338.45859 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 972.8250732422s, input_fired_time: 12.0975017548, output_fired_time: 10.9121036530, propagate_forward_time: 366.5791931152, propagate_backward_time: 570.9082031250, weight_update_time: 0.9108295441, other_time: 12.3281250000
epoch time: 76.2340087891s, input_fired_time: 1.5419234037, output_fired_time: 0.0000000000, propagate_forward_time: 72.5175018311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1745834351
validation[          , genome 16565] predictions:    9876/  10000 (98.76%), best:    9897/10000 (98.97%), error:       405.34006, best error:       338.45859 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 976.5281982422s, input_fired_time: 11.9724225998, output_fired_time: 11.0058145523, propagate_forward_time: 368.3250122070, propagate_backward_time: 573.3777465820, weight_update_time: 0.8837906122, other_time: 11.8472290039
epoch time: 77.4343872070s, input_fired_time: 1.5253574848, output_fired_time: 0.0000000000, propagate_forward_time: 73.7850952148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1239318848
validation[          , genome 16565] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       378.09842, best error:       338.45859 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 977.3614501953s, input_fired_time: 11.9406995773, output_fired_time: 11.0144510269, propagate_forward_time: 368.6069641113, propagate_backward_time: 573.9263305664, weight_update_time: 0.8881617785, other_time: 11.8729858398
epoch time: 76.8240814209s, input_fired_time: 1.5310232639, output_fired_time: 0.0000000000, propagate_forward_time: 73.1912460327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1018142700
validation[          , genome 16565] predictions:    9887/  10000 (98.87%), best:    9897/10000 (98.97%), error:       357.77435, best error:       338.45859 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 974.8465576172s, input_fired_time: 12.0128231049, output_fired_time: 10.9479322433, propagate_forward_time: 367.4636840820, propagate_backward_time: 572.3942871094, weight_update_time: 0.8974527121, other_time: 12.0278320313
epoch time: 77.5312042236s, input_fired_time: 1.5705947876, output_fired_time: 0.0000000000, propagate_forward_time: 73.7493362427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2112731934
validation[          , genome 16565] predictions:    9878/  10000 (98.78%), best:    9897/10000 (98.97%), error:       405.08252, best error:       338.45859 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 975.2393798828s, input_fired_time: 12.0713558197, output_fired_time: 11.0072774887, propagate_forward_time: 367.7618408203, propagate_backward_time: 572.1801757813, weight_update_time: 0.9112444520, other_time: 12.2187500000
epoch time: 76.7327651978s, input_fired_time: 1.5000618696, output_fired_time: 0.0000000000, propagate_forward_time: 73.1418685913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0908355713
validation[          , genome 16565] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       315.29221, best error:       315.29221 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 976.9190673828s, input_fired_time: 12.0579319000, output_fired_time: 11.0016489029, propagate_forward_time: 368.3537292480, propagate_backward_time: 573.4749145508, weight_update_time: 0.8964217305, other_time: 12.0308227539
epoch time: 76.7940216064s, input_fired_time: 1.5243984461, output_fired_time: 0.0000000000, propagate_forward_time: 73.1404113770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1292114258
validation[          , genome 16565] predictions:    9889/  10000 (98.89%), best:    9901/10000 (99.01%), error:       357.23138, best error:       315.29221 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 975.9558105469s, input_fired_time: 12.0893611908, output_fired_time: 10.9177417755, propagate_forward_time: 368.0676269531, propagate_backward_time: 572.6759643555, weight_update_time: 0.9056042433, other_time: 12.2051391602
epoch time: 77.3791580200s, input_fired_time: 1.5611068010, output_fired_time: 0.0000000000, propagate_forward_time: 73.6288452148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1892089844
validation[          , genome 16565] predictions:    9877/  10000 (98.77%), best:    9901/10000 (99.01%), error:       413.09085, best error:       315.29221 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 969.8651123047s, input_fired_time: 12.1197614670, output_fired_time: 10.8854370117, propagate_forward_time: 365.4517822266, propagate_backward_time: 569.1384277344, weight_update_time: 0.8979743719, other_time: 12.2697143555
epoch time: 79.1834411621s, input_fired_time: 1.5968062878, output_fired_time: 0.0000000000, propagate_forward_time: 75.4038314819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1828002930
validation[          , genome 16565] predictions:    9891/  10000 (98.91%), best:    9901/10000 (99.01%), error:       352.11258, best error:       315.29221 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 970.1883544922s, input_fired_time: 12.1215867996, output_fired_time: 10.9795732498, propagate_forward_time: 365.4962463379, propagate_backward_time: 569.4375000000, weight_update_time: 0.9038634896, other_time: 12.1534423828
epoch time: 78.5845413208s, input_fired_time: 1.5292104483, output_fired_time: 0.0000000000, propagate_forward_time: 74.8992233276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1561050415
validation[          , genome 16565] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       329.95959, best error:       315.29221 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 976.4182739258s, input_fired_time: 12.1014232635, output_fired_time: 11.0494346619, propagate_forward_time: 368.3314819336, propagate_backward_time: 572.9058227539, weight_update_time: 0.9036177397, other_time: 12.0300903320
epoch time: 76.2301254272s, input_fired_time: 1.5305474997, output_fired_time: 0.0000000000, propagate_forward_time: 72.5153808594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1841964722
validation[          , genome 16565] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       338.36203, best error:       315.29221 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 975.9913330078s, input_fired_time: 12.1761665344, output_fired_time: 10.9761457443, propagate_forward_time: 367.9926147461, propagate_backward_time: 572.5946044922, weight_update_time: 0.9092086554, other_time: 12.2518310547
epoch time: 77.3470535278s, input_fired_time: 1.5304284096, output_fired_time: 0.0000000000, propagate_forward_time: 73.7120666504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1045608521
validation[          , genome 16565] predictions:    9885/  10000 (98.85%), best:    9901/10000 (99.01%), error:       387.81516, best error:       315.29221 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 978.5277709961s, input_fired_time: 12.0460014343, output_fired_time: 11.0374164581, propagate_forward_time: 369.1223449707, propagate_backward_time: 574.3567504883, weight_update_time: 0.8906431198, other_time: 11.9652709961
epoch time: 77.0760421753s, input_fired_time: 1.4905037880, output_fired_time: 0.0000000000, propagate_forward_time: 73.4543838501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1311569214
validation[          , genome 16565] predictions:    9869/  10000 (98.69%), best:    9901/10000 (99.01%), error:       430.56500, best error:       315.29221 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 971.3999633789s, input_fired_time: 12.1121234894, output_fired_time: 10.9478530884, propagate_forward_time: 366.1472778320, propagate_backward_time: 569.9890747070, weight_update_time: 0.8979101777, other_time: 12.2036132813
epoch time: 76.9244918823s, input_fired_time: 1.4978743792, output_fired_time: 0.0000000000, propagate_forward_time: 73.2841339111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1424865723
validation[          , genome 16565] predictions:    9884/  10000 (98.84%), best:    9901/10000 (99.01%), error:       375.59366, best error:       315.29221 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 969.0934448242s, input_fired_time: 12.0693769455, output_fired_time: 10.9508943558, propagate_forward_time: 365.2418518066, propagate_backward_time: 568.7316894531, weight_update_time: 0.9024244547, other_time: 12.0996093750
epoch time: 78.3695144653s, input_fired_time: 1.5547997952, output_fired_time: 0.0000000000, propagate_forward_time: 74.6599731445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1547393799
validation[          , genome 16565] predictions:    9899/  10000 (98.99%), best:    9901/10000 (99.01%), error:       328.01056, best error:       315.29221 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 977.9920654297s, input_fired_time: 12.0643596649, output_fired_time: 11.0864057541, propagate_forward_time: 368.9114074707, propagate_backward_time: 573.9134521484, weight_update_time: 0.8899515867, other_time: 12.0164794922
epoch time: 77.5446090698s, input_fired_time: 1.5225480795, output_fired_time: 0.0000000000, propagate_forward_time: 73.8878555298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1342086792
validation[          , genome 16565] predictions:    9898/  10000 (98.98%), best:    9901/10000 (99.01%), error:       335.61066, best error:       315.29221 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 968.2771606445s, input_fired_time: 12.1340942383, output_fired_time: 10.9616870880, propagate_forward_time: 365.3233642578, propagate_backward_time: 567.5873413086, weight_update_time: 0.9030863643, other_time: 12.2706909180
epoch time: 76.4952239990s, input_fired_time: 1.5398565531, output_fired_time: 0.0000000000, propagate_forward_time: 72.7886886597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1666793823
validation[          , genome 16565] predictions:    9887/  10000 (98.87%), best:    9901/10000 (99.01%), error:       365.67261, best error:       315.29221 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 977.4844360352s, input_fired_time: 12.0871334076, output_fired_time: 11.0336589813, propagate_forward_time: 368.7976074219, propagate_backward_time: 573.5354003906, weight_update_time: 0.8886108994, other_time: 12.0306396484
epoch time: 76.5716171265s, input_fired_time: 1.5277305841, output_fired_time: 0.0000000000, propagate_forward_time: 72.9359283447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1079559326
validation[          , genome 16565] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       337.62119, best error:       315.29221 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 976.8875732422s, input_fired_time: 12.1280860901, output_fired_time: 11.0011119843, propagate_forward_time: 367.8965454102, propagate_backward_time: 573.6444702148, weight_update_time: 0.9014919996, other_time: 12.2173461914
epoch time: 76.8796997070s, input_fired_time: 1.5586441755, output_fired_time: 0.0000000000, propagate_forward_time: 73.1237335205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1973190308
validation[          , genome 16565] predictions:    9873/  10000 (98.73%), best:    9901/10000 (99.01%), error:       382.68555, best error:       315.29221 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 983.1043701172s, input_fired_time: 12.0892295837, output_fired_time: 11.1327819824, propagate_forward_time: 370.3241882324, propagate_backward_time: 577.5221557617, weight_update_time: 0.9160246253, other_time: 12.0359497070
epoch time: 77.3846206665s, input_fired_time: 1.5283365250, output_fired_time: 0.0000000000, propagate_forward_time: 73.7197036743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1365814209
validation[          , genome 16565] predictions:    9870/  10000 (98.70%), best:    9901/10000 (99.01%), error:       394.91663, best error:       315.29221 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 973.4576416016s, input_fired_time: 12.1204233170, output_fired_time: 10.9926280975, propagate_forward_time: 367.1557312012, propagate_backward_time: 570.9827880859, weight_update_time: 0.9167409539, other_time: 12.2060546875
epoch time: 77.1790618896s, input_fired_time: 1.5189349651, output_fired_time: 0.0000000000, propagate_forward_time: 73.5899963379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0701293945
validation[          , genome 16565] predictions:    9899/  10000 (98.99%), best:    9901/10000 (99.01%), error:       321.17639, best error:       315.29221 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 972.0150146484s, input_fired_time: 12.0770626068, output_fired_time: 10.9177522659, propagate_forward_time: 366.5759277344, propagate_backward_time: 570.3199462891, weight_update_time: 0.8927021623, other_time: 12.1243286133
epoch time: 76.9140167236s, input_fired_time: 1.5015794039, output_fired_time: 0.0000000000, propagate_forward_time: 73.2761611938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1362762451
validation[          , genome 16565] predictions:    9896/  10000 (98.96%), best:    9901/10000 (99.01%), error:       331.91498, best error:       315.29221 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 974.9652709961s, input_fired_time: 12.0929479599, output_fired_time: 10.9890604019, propagate_forward_time: 367.7667541504, propagate_backward_time: 572.0477905273, weight_update_time: 0.8918270469, other_time: 12.0686645508
epoch time: 76.9818496704s, input_fired_time: 1.5422389507, output_fired_time: 0.0000000000, propagate_forward_time: 73.2598190308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1797943115
validation[          , genome 16565] predictions:    9894/  10000 (98.94%), best:    9901/10000 (99.01%), error:       337.88135, best error:       315.29221 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 974.6635742188s, input_fired_time: 12.0319786072, output_fired_time: 10.9800081253, propagate_forward_time: 367.3290710449, propagate_backward_time: 572.2173461914, weight_update_time: 0.8981350660, other_time: 12.1051635742
epoch time: 77.0519104004s, input_fired_time: 1.5123862028, output_fired_time: 0.0000000000, propagate_forward_time: 73.4288177490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1107101440
validation[          , genome 16565] predictions:    9893/  10000 (98.93%), best:    9901/10000 (99.01%), error:       344.77420, best error:       315.29221 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 970.0065917969s, input_fired_time: 12.0851478577, output_fired_time: 10.8552684784, propagate_forward_time: 365.1838684082, propagate_backward_time: 569.6887207031, weight_update_time: 0.9030768871, other_time: 12.1936035156
epoch time: 77.4401245117s, input_fired_time: 1.5386226177, output_fired_time: 0.0000000000, propagate_forward_time: 73.7656860352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1358184814
validation[          , genome 16565] predictions:    9897/  10000 (98.97%), best:    9901/10000 (99.01%), error:       360.15854, best error:       315.29221 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 979.3176269531s, input_fired_time: 12.0944967270, output_fired_time: 11.0405206680, propagate_forward_time: 369.1349487305, propagate_backward_time: 575.0365600586, weight_update_time: 0.9010159373, other_time: 12.0111083984
epoch time: 77.9724197388s, input_fired_time: 1.5324691534, output_fired_time: 0.0000000000, propagate_forward_time: 74.3216171265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1183319092
validation[          , genome 16565] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       331.24890, best error:       315.29221 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 973.7376098633s, input_fired_time: 12.1452121735, output_fired_time: 11.0056495667, propagate_forward_time: 367.2021179199, propagate_backward_time: 571.1390991211, weight_update_time: 0.9068812132, other_time: 12.2455444336
epoch time: 77.7440567017s, input_fired_time: 1.5491956472, output_fired_time: 0.0000000000, propagate_forward_time: 74.0433349609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1515274048
validation[          , genome 16565] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       328.21896, best error:       315.29221 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 970.7492675781s, input_fired_time: 12.1360340118, output_fired_time: 10.9922065735, propagate_forward_time: 366.0329895020, propagate_backward_time: 569.3911743164, weight_update_time: 0.8997387886, other_time: 12.1968383789
epoch time: 78.6667404175s, input_fired_time: 1.6092941761, output_fired_time: 0.0000000000, propagate_forward_time: 74.7866058350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2708435059
validation[          , genome 16565] predictions:    9890/  10000 (98.90%), best:    9901/10000 (99.01%), error:       353.63733, best error:       315.29221 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 975.5903320313s, input_fired_time: 12.0231008530, output_fired_time: 10.9939594269, propagate_forward_time: 367.6815490723, propagate_backward_time: 572.8617553711, weight_update_time: 0.8996562362, other_time: 12.0299682617
epoch time: 77.1120147705s, input_fired_time: 1.5464828014, output_fired_time: 0.0000000000, propagate_forward_time: 73.3731002808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1924285889
validation[          , genome 16565] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       326.87436, best error:       315.29221 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 973.4289550781s, input_fired_time: 12.0815296173, output_fired_time: 11.0213909149, propagate_forward_time: 367.2685852051, propagate_backward_time: 570.9145507813, weight_update_time: 0.8951394558, other_time: 12.1429443359
epoch time: 77.6053390503s, input_fired_time: 1.5204229355, output_fired_time: 0.0000000000, propagate_forward_time: 73.9840850830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1008300781
validation[          , genome 16565] predictions:    9898/  10000 (98.98%), best:    9901/10000 (99.01%), error:       321.50620, best error:       315.29221 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 975.4494018555s, input_fired_time: 12.1742620468, output_fired_time: 11.0853214264, propagate_forward_time: 367.8807067871, propagate_backward_time: 572.2128295898, weight_update_time: 0.9025159478, other_time: 12.0962524414
epoch time: 78.8523330688s, input_fired_time: 1.5634677410, output_fired_time: 0.0000000000, propagate_forward_time: 75.0923309326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1965332031
validation[          , genome 16565] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       322.60565, best error:       315.29221 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 968.3948364258s, input_fired_time: 12.0849838257, output_fired_time: 10.8743152618, propagate_forward_time: 365.0316772461, propagate_backward_time: 568.2396240234, weight_update_time: 0.8962312341, other_time: 12.1642456055
epoch time: 76.8796539307s, input_fired_time: 1.5291556120, output_fired_time: 0.0000000000, propagate_forward_time: 73.1931838989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1573181152
validation[          , genome 16565] predictions:    9903/  10000 (99.03%), best:    9901/10000 (99.01%), error:       338.39816, best error:       315.29221 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 981.9037475586s, input_fired_time: 12.1344041824, output_fired_time: 11.1465597153, propagate_forward_time: 370.2460632324, propagate_backward_time: 576.2827758789, weight_update_time: 0.8979821801, other_time: 12.0939331055
epoch time: 77.0651626587s, input_fired_time: 1.5274559259, output_fired_time: 0.0000000000, propagate_forward_time: 73.4220886230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1156158447
validation[          , genome 16565] predictions:    9885/  10000 (98.85%), best:    9901/10000 (99.01%), error:       360.54636, best error:       315.29221 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 969.0064697266s, input_fired_time: 12.2183322906, output_fired_time: 10.9569425583, propagate_forward_time: 365.5009460449, propagate_backward_time: 568.0829467773, weight_update_time: 0.9026309252, other_time: 12.2472534180
epoch time: 77.4189071655s, input_fired_time: 1.5447558165, output_fired_time: 0.0000000000, propagate_forward_time: 73.7696304321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1045227051
validation[          , genome 16565] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       339.18121, best error:       315.29221 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 968.8624267578s, input_fired_time: 12.1267986298, output_fired_time: 10.9089574814, propagate_forward_time: 365.0848388672, propagate_backward_time: 568.5376586914, weight_update_time: 0.9051442146, other_time: 12.2042236328
epoch time: 76.3172683716s, input_fired_time: 1.5439885855, output_fired_time: 0.0000000000, propagate_forward_time: 72.6143493652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1589279175
validation[          , genome 16565] predictions:    9891/  10000 (98.91%), best:    9901/10000 (99.01%), error:       356.27328, best error:       315.29221 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 973.8683471680s, input_fired_time: 12.0394134521, output_fired_time: 10.9922342300, propagate_forward_time: 367.4451293945, propagate_backward_time: 571.4734497070, weight_update_time: 0.8906062841, other_time: 11.9180908203
epoch time: 77.3456115723s, input_fired_time: 1.5359629393, output_fired_time: 0.0000000000, propagate_forward_time: 73.6481704712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1614761353
validation[          , genome 16565] predictions:    9894/  10000 (98.94%), best:    9901/10000 (99.01%), error:       329.32986, best error:       315.29221 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 973.8161010742s, input_fired_time: 12.1818952560, output_fired_time: 10.9789791107, propagate_forward_time: 367.0552062988, propagate_backward_time: 571.4257202148, weight_update_time: 0.9050662518, other_time: 12.1742553711
epoch time: 78.1804046631s, input_fired_time: 1.5315705538, output_fired_time: 0.0000000000, propagate_forward_time: 74.5051956177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1436386108
validation[          , genome 16565] predictions:    9897/  10000 (98.97%), best:    9901/10000 (99.01%), error:       317.82468, best error:       315.29221 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 975.2248535156s, input_fired_time: 12.1320619583, output_fired_time: 11.0004110336, propagate_forward_time: 367.8832092285, propagate_backward_time: 572.1244506836, weight_update_time: 0.9042204618, other_time: 12.0846557617
epoch time: 77.5260620117s, input_fired_time: 1.5191800594, output_fired_time: 0.0000000000, propagate_forward_time: 73.8813095093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1255722046
validation[          , genome 16565] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       334.81155, best error:       315.29221 on epoch:    58, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 971.6378784180s, input_fired_time: 12.1196403503, output_fired_time: 10.9735097885, propagate_forward_time: 366.1575317383, propagate_backward_time: 570.1863403320, weight_update_time: 0.8994935751, other_time: 12.2008666992
epoch time: 77.6967163086s, input_fired_time: 1.5666526556, output_fired_time: 0.0000000000, propagate_forward_time: 73.9090347290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2210311890
validation[          , genome 16565] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       368.79382, best error:       315.29221 on epoch:    58, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 969.6726684570s, input_fired_time: 12.0792570114, output_fired_time: 10.9989118576, propagate_forward_time: 365.4718627930, propagate_backward_time: 568.9930419922, weight_update_time: 0.8983654380, other_time: 12.1295776367
epoch time: 77.9782714844s, input_fired_time: 1.5385539532, output_fired_time: 0.0000000000, propagate_forward_time: 74.3153457642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1243743896
validation[          , genome 16565] predictions:    9897/  10000 (98.97%), best:    9901/10000 (99.01%), error:       329.77151, best error:       315.29221 on epoch:    58, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 967.5473022461s, input_fired_time: 12.1401872635, output_fired_time: 10.8837423325, propagate_forward_time: 364.8673400879, propagate_backward_time: 567.4075317383, weight_update_time: 0.9028777480, other_time: 12.2484741211
epoch time: 77.6363601685s, input_fired_time: 1.5714799166, output_fired_time: 0.0000000000, propagate_forward_time: 73.8624649048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2024154663
validation[          , genome 16565] predictions:    9891/  10000 (98.91%), best:    9901/10000 (99.01%), error:       367.17798, best error:       315.29221 on epoch:    58, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 971.2907714844s, input_fired_time: 12.1922273636, output_fired_time: 11.0102491379, propagate_forward_time: 366.2138671875, propagate_backward_time: 569.6693725586, weight_update_time: 0.9052730203, other_time: 12.2050781250
epoch time: 76.4141540527s, input_fired_time: 1.5554912090, output_fired_time: 0.0000000000, propagate_forward_time: 72.6583251953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2003402710
validation[          , genome 16565] predictions:    9894/  10000 (98.94%), best:    9901/10000 (99.01%), error:       332.87454, best error:       315.29221 on epoch:    58, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 965.5750732422s, input_fired_time: 12.0715637207, output_fired_time: 10.8519563675, propagate_forward_time: 363.7567443848, propagate_backward_time: 566.7227172852, weight_update_time: 0.8989490867, other_time: 12.1721801758
epoch time: 79.1062545776s, input_fired_time: 1.6047351360, output_fired_time: 0.0000000000, propagate_forward_time: 75.2586441040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2428741455
validation[          , genome 16565] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       323.98486, best error:       315.29221 on epoch:    58, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 971.5658569336s, input_fired_time: 12.0795135498, output_fired_time: 10.9767093658, propagate_forward_time: 366.1011657715, propagate_backward_time: 570.3087768555, weight_update_time: 0.8986215591, other_time: 12.0996704102
epoch time: 76.7560577393s, input_fired_time: 1.5342457294, output_fired_time: 0.0000000000, propagate_forward_time: 73.0856628418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1361465454
validation[          , genome 16565] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       355.86618, best error:       315.29221 on epoch:    58, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 969.5713500977s, input_fired_time: 12.1899328232, output_fired_time: 10.9151573181, propagate_forward_time: 365.4242553711, propagate_backward_time: 568.7389526367, weight_update_time: 0.9123310447, other_time: 12.3030395508
epoch time: 77.5606460571s, input_fired_time: 1.5294133425, output_fired_time: 0.0000000000, propagate_forward_time: 73.9436264038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0876083374
validation[          , genome 16565] predictions:    9898/  10000 (98.98%), best:    9901/10000 (99.01%), error:       328.28998, best error:       315.29221 on epoch:    58, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 977.5230712891s, input_fired_time: 12.0910139084, output_fired_time: 11.0501451492, propagate_forward_time: 368.4542846680, propagate_backward_time: 573.8881225586, weight_update_time: 0.8941019773, other_time: 12.0394897461
epoch time: 76.8881378174s, input_fired_time: 1.5621764660, output_fired_time: 0.0000000000, propagate_forward_time: 73.1564025879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1695556641
validation[          , genome 16565] predictions:    9899/  10000 (98.99%), best:    9901/10000 (99.01%), error:       323.90741, best error:       315.29221 on epoch:    58, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 971.6674194336s, input_fired_time: 12.2026786804, output_fired_time: 10.9368076324, propagate_forward_time: 366.4911193848, propagate_backward_time: 569.8219604492, weight_update_time: 0.9149767160, other_time: 12.2147827148
epoch time: 76.8798599243s, input_fired_time: 1.5481681824, output_fired_time: 0.0000000000, propagate_forward_time: 73.1584854126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1732101440
validation[          , genome 16565] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       331.00333, best error:       315.29221 on epoch:    58, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 969.2349243164s, input_fired_time: 12.1115818024, output_fired_time: 10.9336729050, propagate_forward_time: 365.5543518066, propagate_backward_time: 568.4824218750, weight_update_time: 0.8963907361, other_time: 12.1529541016
epoch time: 76.6431198120s, input_fired_time: 1.5475608110, output_fired_time: 0.0000000000, propagate_forward_time: 72.9340820313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1614761353
validation[          , genome 16565] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       323.46573, best error:       315.29221 on epoch:    58, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 384.4851989746s, input_fired_time: 7.6723003387, output_fired_time: 0.0000000000, propagate_forward_time: 365.7655639648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.0473327637
best training[          , genome 16565] predictions:   49993/  50000 (99.99%), best:    9901/10000 (99.01%), error:       180.27518, best error:       315.29221 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 77.3509750366s, input_fired_time: 1.5044457912, output_fired_time: 0.0000000000, propagate_forward_time: 73.7727508545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0737762451
   testing[          , genome 16565] predictions:    9908/  10000 (99.08%), best:    9901/10000 (99.01%), error:       258.61923, best error:       315.29221 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:51:18 (4768): called boinc_finish(0)

</stderr_txt>
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